Search Results for author: Juan-Manuel Torres-Moreno

Found 40 papers, 2 papers with code

A Preliminary Study for Literary Rhyme Generation based on Neuronal Representation, Semantics and Shallow Parsing

no code implementations25 Dec 2021 Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Roseli S. Wedemann

In recent years, researchers in the area of Computational Creativity have studied the human creative process proposing different approaches to reproduce it with a formal procedure.

LUC at ComMA-2021 Shared Task: Multilingual Gender Biased and Communal Language Identification without using linguistic features

no code implementations ICON 2021 Rodrigo Cuéllar-Hidalgo, Julio de Jesús Guerrero-Zambrano, Dominic Forest, Gerardo Reyes-Salgado, Juan-Manuel Torres-Moreno

This work aims to evaluate the ability that both probabilistic and state-of-the-art vector space modeling (VSM) methods provide to well known machine learning algorithms to identify social network documents to be classified as aggressive, gender biased or communally charged.

Language Identification

LiSSS: A toy corpus of Spanish Literary Sentences for Emotions detection

no code implementations17 May 2020 Juan-Manuel Torres-Moreno, Luis-Gil Moreno-Jiménez

We address this corpus of literary sentences in order to evaluate or design algorithms of emotions classification and detection.

Classification General Classification +1

Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding)

no code implementations14 Apr 2020 Carlos-Emiliano González-Gallardo, Eric SanJuan, Juan-Manuel Torres-Moreno

In this paper we define the concept of Interestingness as a generalization of Informativeness, whereby the information need is diverse and formalized as an unknown set of implicit queries.

Information Retrieval Informativeness +4

Automatic Discourse Segmentation: an evaluation in French

no code implementations10 Feb 2020 Rémy Saksik, Alejandro Molina-Villegas, Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno

In this article, we describe some discursive segmentation methods as well as a preliminary evaluation of the segmentation quality.

Discourse Segmentation POS +1

Intweetive Text Summarization

no code implementations16 Jan 2020 Jean Valère Cossu, Juan-Manuel Torres-Moreno, Eric SanJuan, Marc El-Bèze

The amount of user generated contents from various social medias allows analyst to handle a wide view of conversations on several topics related to their business.

Text Summarization

Detecting New Word Meanings: A Comparison of Word Embedding Models in Spanish

no code implementations12 Jan 2020 Andrés Torres-Rivera, Juan-Manuel Torres-Moreno

Finally, we present a comparison of these outcomes with the concordances of each word to show how we can determine if a word could be a valid candidate for SN.

Keyword Extraction POS +3

Predicting Personalized Academic and Career Roads: First Steps Toward a Multi-Uses Recommender System

no code implementations3 Jan 2020 Alexandre Nadjem, Juan-Manuel Torres-Moreno, Marc El-Bèze, Guillaume Marrel, Benoît Bonte

In this paper we introduce concepts, large categories of fields of studies or job domains in order to represent the vision of the future of the user's trajectory.

Recommendation Systems

RIMAX: Ranking Semantic Rhymes by calculating Definition Similarity

no code implementations19 Dec 2019 Alfonso Medina-Urrea, Juan-Manuel Torres-Moreno

This paper presents RIMAX, a new system for detecting semantic rhymes, using a Comprehensive Mexican Spanish Dictionary (DEM) and its Rhyming Dictionary (REM).

Un duel probabiliste pour départager deux présidents (LIA @ DEFT'2005)

no code implementations11 Mar 2019 Marc El-Bèze, Juan-Manuel Torres-Moreno, Frédéric Béchet

We present a set of probabilistic models applied to binary classification as defined in the DEFT'05 challenge.

Binary Classification

A Multilingual Study of Compressive Cross-Language Text Summarization

no code implementations24 Oct 2018 Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno

Cross-Language Text Summarization (CLTS) generates summaries in a language different from the language of the source documents.

Cross-Language Text Summarization Text Summarization

WiSeBE: Window-based Sentence Boundary Evaluation

1 code implementation27 Aug 2018 Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno

Do standard evaluation metrics like precision, recall, F-score or classification error; and more important, evaluating an automatic system against a unique reference is enough to conclude how well a SBD system is performing given the final application of the transcript?

Automatic Speech Recognition Automatic Speech Recognition (ASR) +5

Cyberbullying Detection Task: the EBSI-LIA-UNAM System (ELU) at COLING'18 TRAC-1

no code implementations COLING 2018 Ignacio Arroyo-Fern{\'a}ndez, Dominic Forest, Juan-Manuel Torres-Moreno, Mauricio Carrasco-Ruiz, Thomas Legeleux, Karen Joannette

This study aims to assess the ability that both classical and state-of-the-art vector space modeling methods provide to well known learning machines to identify aggression levels in social network cyberbullying (i. e. social network posts manually labeled as Overtly Aggressive, Covertly Aggressive and Non-aggressive).

Automatic Text Summarization Approaches to Speed up Topic Model Learning Process

no code implementations20 Mar 2017 Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour, Javier Ramírez-Rodríguez, Georges Linarès

One of the main difficulty in using topic model on huge data collection is related to the material resources (CPU time and memory) required for model estimate.

Information Retrieval Retrieval +1

A German Corpus for Text Similarity Detection Tasks

no code implementations11 Mar 2017 Juan-Manuel Torres-Moreno, Gerardo Sierra, Peter Peinl

The purpose of this corpus is to automatically assess the similarity between a pair of texts and to evaluate different similarity measures, both for whole documents or for individual sentences.

text similarity

Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization

no code implementations21 Feb 2017 Carlos-Emiliano González-Gallardo, Juan-Manuel Torres-Moreno, Azucena Montes Rendón, Gerardo Sierra

In this paper we describe a dynamic normalization process applied to social network multilingual documents (Facebook and Twitter) to improve the performance of the Author profiling task for short texts.

General Classification POS

Algorithmes de classification et d'optimisation: participation du LIA/ADOC á DEFT'14

no code implementations21 Feb 2017 Luis Adrián Cabrera-Diego, Stéphane Huet, Bassam Jabaian, Alejandro Molina, Juan-Manuel Torres-Moreno, Marc El-Bèze, Barthélémy Durette

This year, the DEFT campaign (D\'efi Fouilles de Textes) incorporates a task which aims at identifying the session in which articles of previous TALN conferences were presented.

General Classification

Systèmes du LIA à DEFT'13

no code implementations21 Feb 2017 Xavier Bost, Ilaria Brunetti, Luis Adrián Cabrera-Diego, Jean-Valère Cossu, Andréa Linhares, Mohamed Morchid, Juan-Manuel Torres-Moreno, Marc El-Bèze, Richard Dufour

The 2013 D\'efi de Fouille de Textes (DEFT) campaign is interested in two types of language analysis tasks, the document classification and the information extraction in the specialized domain of cuisine recipes.

Document Classification General Classification

LIA-RAG: a system based on graphs and divergence of probabilities applied to Speech-To-Text Summarization

no code implementations26 Jan 2016 Elvys Linhares Pontes, Juan-Manuel Torres-Moreno, Andréa Carneiro Linhares

This paper aims to introduces a new algorithm for automatic speech-to-text summarization based on statistical divergences of probabilities and graphs.

Text Summarization

Regroupement sémantique de définitions en espagnol

no code implementations20 Jan 2015 Gerardo Sierra, Juan-Manuel Torres-Moreno, Alejandro Molina

This article focuses on the description and evaluation of a new unsupervised learning method of clustering of definitions in Spanish according to their semantic.


Un résumeur à base de graphes, indépéndant de la langue

no code implementations6 Jan 2015 Juan-Manuel Torres-Moreno, Javier Ramirez, Iria da Cunha

In this paper we present REG, a graph-based approach for study a fundamental problem of Natural Language Processing (NLP): the automatic text summarization.

Text Summarization

Beyond Stemming and Lemmatization: Ultra-stemming to Improve Automatic Text Summarization

1 code implementation14 Sep 2012 Juan-Manuel Torres-Moreno

This paper describes a new method for normalization of words to further reduce the space of representation.

Lemmatization Text Summarization

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